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Document type:
Masterarbeit
Author(s):
Singh, Binod
Title:
Graph-based Entity Alignment: Adapting SGAligner for Point Cloud to BIM Alignment
Abstract:
Integration of the as-built reality represented using point cloud and as-designed generally represented using Building Information Modeling is an integral process in progress monitoring and more general Digital Twin (DT) activities. An up-to-date as-built model helps save time, and resources and allows for informed decision-making. Alignment helps update the old or outdated as-designed model to the current standards. But due to lack of digitization and BIM not being readily available, comparing...     »
Keywords:
Point Cloud; BIM; Entity Alignment; Graph Attention Network (GAT); Multi-Modal Encoder; Semantic; MRR
Subject:
ALL Allgemeines
Supervisor:
Collins, Fiona and Esser, Sebastian and Borrmann, Andre
Year:
2024
Year / month:
2024-03
Month:
Mar
University:
Technische Universität München
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